António Manuel Duarte Nogueira

DETI / IT
Universidade de Aveiro
Campus de Santiago, 3810-193 Aveiro, Portugal
Phone: +351 234 377900        Fax: +351 234 377901
E-mail: nogueira@ua.pt / nogueira@av.it.pt

 


Coordination

  • March 2010 – September 2012 – PTDC/EEA-TEL/101880/2008 - Design and Implementation of a BotNet Detection System, financed by FCT. The main purpose of this project was the development of a laboratorial platform for the real time detection of botnets and subsequent counter-measures deployment. The proposed detection approach was based on diverse information types: the historical traffic profile of network users, on mathematical traffic models that can accurately describe network traffic and/or user profiles, on traffic measurements that can be carried out on some specific probes and on artificial intelligence systems that can take some combination of inputs in order to generate a relevant output that can used by the decision support system.

Participation

·         Since March 2013 – Cloud Thinking, financed by the Portuguese Economy Ministry under the scope of the QREN program. The project will develop a set of tools for application to complex problem solving, and will explore these tools in multiple application areas, resorting to an infrastructure of cloud computing enhanced with strong capabilities of data gathering. Key application areas considered initially are Health and Robotics, but the project team will actively pursue other application areas, aiming to engage other researchers during its development. The project success can only be achieved using an integrated approach covering computational thinking, cloud computing, advanced networking, and optimization algorithms.

·         Since March 2013 – PTDC/EEI-TEL/2016/2012 (Behavioral Modeling in Social Networks), financed by FCT. This project aims to analyze the behaviors of social networks users in order to create usage profiles that allow the accurate modeling of the behavior of each particular user or group of users. The creation of these models will allow the social network itself to map each user to a different group according to its usage profiles, allowing an easier management of existing groups and the creation of new groups. These models will also allow the detection of profile and behavioral model changes, identifying accounts that have been compromised or are under the control of potential hackers. The construction of these models will also increase the knowledge that users have about their connections and about the social network as a whole, being able to build a trustful relationship between each user and the network.

·         Since November 2010 PTDC/EIA-EIA/115988/2009 (Traffic analysis, modelling and measurements for the management of the future Internet), financed by FCT. This project is centered on several problems critical to successful future Internet engineering. It incorporates various aspects of modern Internet management such as traffic measurements, sampling, statistical analysis and modeling, and aims at providing better monitoring, inference, analysis and decision aid tools for the future. More specifically, the project is comprised of the following six tasks: 1. Dependencies between Internet flow characteristics; 2. Inference of flow characteristics from traffic sampling; 3. Fast identification of Internet applications; 4. Anomaly detection using robust Principal Component Analysis; 5. QoS prediction based on network tomography; 6. Integration of traffic awareness modules in P2P networks.

·         Since January 2009 to May 2011 Panorama, financed by the Portuguese Economy Ministry under the scope of the QREN program. The primary objective of this project, that was proposed by PT Inovação and Institute of Telecommunications (IT), is the development of a Telecommunications System composed by Advanced Optical and Radio Platforms for Access, Metro and Core Networks having an integrated management and able to compete in the international market and contribute to the definite projection of the nationally originated technology. Additionally, other platforms will be developed to support and maintain the operation of a network based on this System, as well as the development of specific platforms for the Residential/Business segments, mostly devoted to digital television services.

·         From December 2008 to November 2009 VDTN@Lab - Vehicular Delay-Tolerant Networks, financed by Institute of Telecommunications under the scope of the Associated Laboratory Program This project aimed to create the prototype of a Vehicular Delay-Tolerant network (VDTN).

·         From September 2008 to August 2009 - Metro-Ethernet: Traffic Engineering of Metro Ethernet Networks, financed by the EU on the scope of the Euro-NF Network of Excellence. This main objectives of this project were: (i) to study efficient optimization techniques suitable for traffic engineering on Metro Ethernet networks; (ii) to develop a laboratorial infrastructure where the traffic engineering techniques developed by the different Euro-NF partners can be integrated in order to be conveniently evaluated and validated.

·         From March 2008 to June 2012 - Euro-NF Network of Excellence (Anticipating the Network of the Future – From Theory to Design), financed by the EU. The participation of António Nogueira was focused on the following tasks: (i) statistical characterization of Internet traffic and users; (ii) traffic measurement techniques for the future Internet and (iii) security problems on the future Internet.

·         2005-2007 - SCALE III – POSC/EIA/60061/2004 (Measurement, Modeling and Statistical Analysis of Internet Traffic), financed by FCT. On this project, António Nogueira was engaged on the statistical characterization of Internet users and traffic and on the development of innovative traffic measurement techniques and tools.

·         2005-2006 DeMeSTrES (Distributed Measurement System with Traffic Engineering Support), financed by Instituto de Telecomunicações under the Associate Laboratory Program. This project aimed the development of a totally distributed measurement platform, with a peer-to-peer architecture, whose probes include modules that are able to perform traffic analysis and modeling in order to calculate/estimate relevant Quality of Service parameters. 

·         2004-2007- Euro-NGI and Euro-FGI (Design and Engineering of the Next Generation Internet, Towards Convergent Multi-Service Networks) Networks of Excellence, financed by the EU. These projects aimed essentially increasing the knowledge on the technological diversity that could support the creation of innovative architectures for the new generation Internet and the development of the corresponding quantitative methods for analysis, simulation and measurements. António Nogueira was essentially focused on the characterization of IP traffic, traffic measurement methodologies and statistical methods for traffic analysis.

·         January 2003 to December 2005 SCALE II - POSI/CPS/42069/2001 (Traffic Modeling and Performance Evaluation on Multiservice Networks), financed by FCT. In this project, António Nogueira was involved inn the statistical characterization of Internet users.

·         January 2002 to September 2003COST 279 (Analysis and Design of Advanced Multi-service Networks Supporting Mobility, Multimedia and Internetworking), financed by the EU. This project aimed essentially network performance analysis issues and the development of techniques for data networks design and maintenance. Under this project, António Nogueira made some traffic measurements and proposed new traffic models for fitting the measured traffic.

·         June 2002 to March 2003Eurescom P1112 New Dimensions (Network Dimensioning based on Modeling of Internet Traffic), financed by EU, Portugal Telecom and Marconi. This project aimed the development of analysis tools for evaluating Quality of Service on multiple Internet services. António Nogueira has developed and tested different traffic models with the ability to fit the traffic characteristics corresponding to several services.

·         January 2001 to December 2002SCALE – POSI 34826/CPS/99 (Statistical Characterization of Telecommunications Traffic), financed by FCT. This project intended to perform a statistical characterization of the broadband networks' traffic. Under this project, António Nogueira (i) made several Internet traffic measurements and (ii) developed traffic models  with the ability to fit the main characteristics of the measured traffic, particularly its multifractality characteristics.

·         April 2001 to March 2002TELEMAT (Traffic Engineering for DiffServ/MLPS Networks), financed by Portugal Telecom Inovação. This project aimed to investigate several issues regarding traffic engineering on DiffServ/MPLS networks and António Nogueira has participated on the development of a set of new traffic models and the investigation and implementation of new traffic measurement techniques.

·         May 2000 to March 2001QoS2000, financed by Portugal Telecom Inovação.- This project was focused on traffic engineering problems related to QoS deployment.

·         January 2000 to December 2000PRIQUAS (Planning Networks with QoS Integration), financed by Portugal Telecom Inovação. The research that was conducted by António Nogueira under this project focused essentially on the development of new IP traffic models.

·         March 1999 to April 2000CESTA (Statistical Characterization and Simulation of ATM Traffic), financed by Portugal Telecom Inovação. Under this project, António Nogueira has investigated several statistical characterization techniques for ATM traffic and has participated on the design and development of a traffic characterization tool for ATM networks.

·         October 1998 to February 1999BBTRÁFEGO (Traffic Engineering for Broadband Access Networks), financed by Portugal Telecom. António Nogueira has participated essentially on the research of new measurement techniques, innovative statistical inference procedures and rare event simulation solutions.

·         March 1997 to September 1999BroadbandLoop project, financed by the EU under the ACTS Program. The main objective of this project was the development of low cost solutions for access networks and António Nogueira was engaged on the development of solutions based on passive optical networks (PONs), optimized for the provisioning of new services on low penetration areas.

·         October 1993 to December 1996 António Nogueira was integrated in the Broadband Systems Group of the Department of Electronics and Telecommunications, being engaged to several research projects related to network planning and deployment.